Search Results for author: Mi Jin Lee

Found 3 papers, 0 papers with code

Enhancing Demand Prediction in Open Systems by Cartogram-aided Deep Learning

no code implementations24 Mar 2024 Sangjoon Park, Yongsung Kwon, Hyungjoon Soh, Mi Jin Lee, Seung-Woo Son

In this study, we propose a deep learning framework to predict rental and return patterns by leveraging cartogram approaches.

Graph Attention

Correlation-enhanced viable core in metabolic networks

no code implementations5 Jan 2024 Mi Jin Lee, Sudo Yi, Deok-Sun Lee

Cellular ingredient concentrations can be stabilized by adjusting generation and consumption rates through multiple pathways.

Heterogeneous popularity of metabolic reactions from evolution

no code implementations9 Nov 2021 Mi Jin Lee, Deok-Sun Lee

Introducing an evolutionary model concretizing the stochastic recruitment of chemical reactions into the metabolism of different species at different times and their inheritance to descendants, we demonstrate that the exponential growth of the number of species containing a reaction and the saturated recruitment rate of brand-new reactions lead to the empirically identified power-law popularity distribution.

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